{"id":"W3033904431","doi":"10.1097/wnp.0000000000000702","title":"Resident Use of EEG Cap System to Rule Out Nonconvulsive Status Epilepticus","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Electroencephalography; Clinical neurophysiology; Status epilepticus; Neurology; Interpretability; Medicine; Epilepsy; Neuropsychology; Audiology; Psychology; Psychiatry; Cognition; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001381883,0.0002791798,0.0001166841,0.0003457628,0.0002528353,0.0002014088,0.000392302,0.000331989,0.002287074],"category_scores_gemma":[0.008760013,0.0001215981,0.0001391438,0.000133406,0.0002260702,0.000347285,0.0003367746,0.0002428804,0.0008463878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322621,"about_ca_system_score_gemma":0.0006658911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285017,"about_ca_topic_score_gemma":0.002594911,"domain_scores_codex":[0.9994247,0.0002210035,0.00007658521,0.00006185419,0.0001487475,0.00006702809],"domain_scores_gemma":[0.9935873,0.001816357,0.001327799,0.0003495089,0.002374162,0.000545007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003366064,0.0008716263,0.8676807,0.0002439416,0.00004111301,0.001858357,0.001886425,0.0007062918,0.008651761,0.00003049653,0.002907738,0.1147848],"study_design_scores_gemma":[0.00003938576,0.004409076,0.9664705,0.0002003576,0.00005075699,0.01046142,0.001877984,0.004089948,0.008687294,0.00007556525,0.003609394,0.00002841724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957013,0.0001691168,0.001299255,0.0002064593,0.00002684446,0.00007398942,0.00003691335,0.00009308184,0.00239299],"genre_scores_gemma":[0.9958981,0.0001768244,0.003179921,0.0001672161,0.00001910946,0.00003374859,0.00005342006,0.000005972646,0.0004656882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002287074,"threshold_uncertainty_score":0.007650971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319977655368424,"score_gpt":0.4184693500104604,"score_spread":0.286471584473618,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}